Projects across data systems and web builds.

E-commerce businesses struggle to understand repeat purchase behavior. Analysed transaction patterns to reveal retention drivers and optimal re-engagement timing.

Studios and subscription businesses were losing customers without knowing why. Built a system that predicts churn 30 days in advance and automates intervention.

Needed a personal brand site that felt calm and editorial, not like a typical portfolio. Built a minimal site showcasing data and design work without noise.

Multi-building rental property needed a clean way to showcase units across locations. Built a fast, accessible site with filtering, search, and inquiry forms.